Skip to main content

Python, pandas group one dataframe by the results from another of different size

I have two dataframes, df_DD carries all my data, and df_GS carries the ranges of data that I want to break df_DD into. df_GS is much shorter than df_DD, I want to group all the df_DD by df_GS for when the ranges are equated.

Small range of df_GS

    From    To      DHID
0   69.0    88.5    CR22-200
1   88.5    90.0    CR22-200
2   90.0    99.0    CR22-200
3   99.0    100.5   CR22-200
4   100.5   112.5   CR22-200
5   112.5   114.0   CR22-200
6   114.0   165.0   CR22-200


for i in range(len(df_GS)):
    df_DD['Samples'].loc[(df_DD[From] >= df_GS[From].iloc[i]) & (df_DD[To] <= df_GS[To].iloc[i]) & (df_DD[DHID]==df_GS[DHID].iloc[i])] = i+1

Here is an output of df_DD

Samples From    To      DHID
0   1   69.0    70.5    CR22-200
1   1   70.5    72.0    CR22-200
2   1   72.0    73.5    CR22-200
3   1   73.5    75.0    CR22-200
4   1   75.0    76.5    CR22-200
5   1   76.5    78.0    CR22-200
6   1   78.0    79.5    CR22-200
7   1   79.5    81.0    CR22-200
8   1   81.0    82.5    CR22-200
9   1   82.5    84.0    CR22-200
10  1   84.0    85.5    CR22-200
11  1   85.5    87.0    CR22-200
12  1   87.0    88.5    CR22-200
13  2   88.5    90.0    CR22-200
14  3   90.0    91.5    CR22-200
15  3   91.5    93.0    CR22-200

The code above does what I want it to by creating a new column named Samples giving values a sample index, after which I can use the groupby function. But I wanted to know if there was a better way to do this cause it's quite cumbersome.



source https://stackoverflow.com/questions/71503736/python-pandas-group-one-dataframe-by-the-results-from-another-of-different-size

Comments

Popular posts from this blog

How to show number of registered users in Laravel based on usertype?

i'm trying to display data from the database in the admin dashboard i used this: <?php use Illuminate\Support\Facades\DB; $users = DB::table('users')->count(); echo $users; ?> and i have successfully get the correct data from the database but what if i want to display a specific data for example in this user table there is "usertype" that specify if the user is normal user or admin i want to user the same code above but to display a specific usertype i tried this: <?php use Illuminate\Support\Facades\DB; $users = DB::table('users')->count()->WHERE usertype =admin; echo $users; ?> but it didn't work, what am i doing wrong? source https://stackoverflow.com/questions/68199726/how-to-show-number-of-registered-users-in-laravel-based-on-usertype

Why is my reports service not connecting?

I am trying to pull some data from a Postgres database using Node.js and node-postures but I can't figure out why my service isn't connecting. my routes/index.js file: const express = require('express'); const router = express.Router(); const ordersCountController = require('../controllers/ordersCountController'); const ordersController = require('../controllers/ordersController'); const weeklyReportsController = require('../controllers/weeklyReportsController'); router.get('/orders_count', ordersCountController); router.get('/orders', ordersController); router.get('/weekly_reports', weeklyReportsController); module.exports = router; My controllers/weeklyReportsController.js file: const weeklyReportsService = require('../services/weeklyReportsService'); const weeklyReportsController = async (req, res) => { try { const data = await weeklyReportsService; res.json({data}) console...

How to split a rinex file if I need 24 hours data

Trying to divide rinex file using the command gfzrnx but getting this error. While doing that getting this error msg 'gfzrnx' is not recognized as an internal or external command Trying to split rinex file using the command gfzrnx. also install'gfzrnx'. my doubt is I need to run this program in 'gfzrnx' or in 'cmdprompt'. I am expecting a rinex file with 24 hrs or 1 day data.I Have 48 hrs data in RINEX format. Please help me to solve this issue. source https://stackoverflow.com/questions/75385367/how-to-split-a-rinex-file-if-i-need-24-hours-data